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[...]... is suspected of engaging in earningsmanagement behavior We define HABITt asthe number of times the firm meets/beats the quarterly analyst earnings consensus and LOGANALYSTt asthe logarithmic transformation ofthe number of analysts covering the firm before theearnings release date As shown in panel A of Table 6, we find that the mean values for both of these variables are significantly higher for... earningsmanagement and financingconstraints Turning to other real earningsmanagement techniques we document a significantly negative relation between other real earningsmanagement techniques and financial constraints (models (3), (4), and (5) in Panel C) These results suggest that financingconstraints limit the firm's ability to manage earnings through real earnings techniques and enhance the firm's... are suspected ofearningsmanagement Panels C and D examine the impactof financing constraints on accretive repurchases and other earningsmanagement techniques among suspect firms by controlling for potential sample selection bias using Heckman two-step regressions Panel C reports the results of parsimonious specifications whereas Panel D reports the results of full specifications The first stage... statistics for the subsample of suspect firms We document approximately 16.9% accretive share repurchases for the firms suspected ofearnings management The mean level of abnormal accruals, abnormal production, discretionary expenditures and combined real earningsmanagement proxy are 0.0308, −0.0369, 0.066 and 0.025 Table 6 Impactoffinancingconstraints on accretive repurchases and other earnings management. .. show that financingconstraintsimpactthe choice ofearningsmanagement techniques 4 Summary of results and conclusions We document that share repurchases have become more prevalent as a mechanism to manage earnings By the end of our sample period, 50% of repurchasing firms engage in accretive share repurchases We provide evidence that financially constrained 5 The distributional properties of z-score... incentives to manage earnings and regulatory constraints impacting the use of discretionary accruals in the post-SOX era may explain the greater reliance on share repurchases to manage earnings during these periods We also show that for firms that are more likely to be engaging in earningsmanagement activities, financingconstraints influence the choice between alternative earningsmanagement mechanisms We... accretive share repurchases Thus, the presence offinancingconstraints discourages the use of repurchase-based earningsmanagement explaining why many firms do not engage in accretive repurchases Although we find that financingconstraints can reasonably account for aggregate accretive repurchases, two sub-periods (1997–2000 and 2006–2008) exhibit abnormally positive accretive repurchase activity Both... Signs and magnitude of the medians are consistent with Zang (2012) Combined real earningsmanagement proxy (RMt) is defined asthe sum of AB_PRODt and AB_DISCt and has non-zero mean due non-overlapping missing observations in AB_PRODt and AB_DISCt The median value for RMt is 0.0543 and is comparable to those reported in Zang (2012) Next, we examine the relation between financingconstraints and earnings. .. and/or (3) if the firm just meets or beats mean analyst EPS forecasts (if 0 ≤ EPSt − Consensust ≤ $0.01) HABITt measures the number of times the firm meets/beats quarterly analyst earnings consensus LOGANALYSTt is the logarithmic transformation—defined as log (1 + x) for variable x of the number of analysts covering the firm before theearnings release date Panel B shows the summary statistics of firms... incentives and earningsmanagement Account Rev 80, 441–476 Chi, J., Gupta, M., 2009 Overvaluation and earningsmanagement J Bank Finance 33, 1652–1663 Cohen, D., Zarowin, P., 2010 Accrual-based and real earningsmanagement activities around seasoned equity offerings J Account Econ 50, 2–19 Cohen, D.A., Dey, A., Lys, T.Z., 2008 Real and accrual-based earningsmanagement in the pre- and post-Sarbanes–Oxley . regarding the use of share repurchases as an earnings management mechanism in the presence of debt -financing constraints as well as the impact of these constraints on the use of accruals and other. earnings, financing constraints is a major determinant of accretive repurchases as well as other types of accruals and real earnings management techniques. The remainder of the paper is organized as. covering the firm before the earnings release date. Panel B shows the summary statistics of firms that are suspected of earnings management. P anels C and D examine the impact of financing constraints